Ecology and Environmental Sciences ›› 2026, Vol. 35 ›› Issue (1): 15-28.DOI: 10.16258/j.cnki.1674-5906.2026.01.002
• Research Article [Ecology] • Previous Articles Next Articles
FANG Jin1,2,3(
), LIU Han4,*(
), ZHANG Dongcai1,3, CHEN Sibo5
Received:2025-04-02
Revised:2025-08-10
Accepted:2025-11-19
Online:2026-01-18
Published:2026-01-05
方瑾1,2,3(
), 刘晗4,*(
), 张栋才1,3, 陈思博5
通讯作者:
* E-mail: 作者简介:方瑾(1986年生)女,讲师,博士研究生,主要研究方向为环境经济。E-mail: zuccgily@163.com
基金资助:CLC Number:
FANG Jin, LIU Han, ZHANG Dongcai, CHEN Sibo. Construction of China’s Green Development Potential Assessment System: Comparative Analysis Based on Fixed and Heterogeneous Rights[J]. Ecology and Environmental Sciences, 2026, 35(1): 15-28.
方瑾, 刘晗, 张栋才, 陈思博. 中国省域绿色发展潜力评估体系构建:基于固定权与异质权的对比分析[J]. 生态环境学报, 2026, 35(1): 15-28.
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URL: https://www.jeesci.com/EN/10.16258/j.cnki.1674-5906.2026.01.002
| 一级指标 | 二级指标 | 单位 | 属性 |
|---|---|---|---|
| 经济科技指标(A1) | (A11)人均 GDP | 元 | 正向 |
| (A12)GDP增长率 | % | 正向 | |
| (A13)第三产业 GDP 占比 | % | 正向 | |
| (A14)第三产业就业人员占比 | % | 正向 | |
| (A15)R&D 经费投入 | 万元 | 正向 | |
| (A16)专利授权数 | 件 | 正向 | |
| 社会民生指标(A2) | (A21)每千人执业(助理)医师数 | 人/千人 | 正向 |
| (A22)财政性教育经费 支出占GDP比例 | % | 正向 | |
| (A23)人均社会保障财政支出 | 元 | 正向 | |
| (A24)基尼系数 | - | 逆向 | |
| 资源利用指标(A3) | (A31)单位耕地面积产值 | 万元/公顷 | 正向 |
| (A32)万元GDP用水量 | 立方米/万元 | 逆向 | |
| (A33)单位GDP能耗 | 吨标准煤/万元 | 逆向 | |
| (A34)可再生能源消费量 | 万吨 | 正向 | |
| 环境生态水平指标(A4) | (A41)劣V类水体比例 | % | 逆向 |
| (A42)空气质量优良率 | % | 正向 | |
| (A43)森林覆盖率 | % | 正向 | |
| (A44)人均绿地面积增长率 | % | 正向 | |
| (A45)人均碳排放量增长率 | % | 逆向 |
Table 1 Provincial green development potential assessment system
| 一级指标 | 二级指标 | 单位 | 属性 |
|---|---|---|---|
| 经济科技指标(A1) | (A11)人均 GDP | 元 | 正向 |
| (A12)GDP增长率 | % | 正向 | |
| (A13)第三产业 GDP 占比 | % | 正向 | |
| (A14)第三产业就业人员占比 | % | 正向 | |
| (A15)R&D 经费投入 | 万元 | 正向 | |
| (A16)专利授权数 | 件 | 正向 | |
| 社会民生指标(A2) | (A21)每千人执业(助理)医师数 | 人/千人 | 正向 |
| (A22)财政性教育经费 支出占GDP比例 | % | 正向 | |
| (A23)人均社会保障财政支出 | 元 | 正向 | |
| (A24)基尼系数 | - | 逆向 | |
| 资源利用指标(A3) | (A31)单位耕地面积产值 | 万元/公顷 | 正向 |
| (A32)万元GDP用水量 | 立方米/万元 | 逆向 | |
| (A33)单位GDP能耗 | 吨标准煤/万元 | 逆向 | |
| (A34)可再生能源消费量 | 万吨 | 正向 | |
| 环境生态水平指标(A4) | (A41)劣V类水体比例 | % | 逆向 |
| (A42)空气质量优良率 | % | 正向 | |
| (A43)森林覆盖率 | % | 正向 | |
| (A44)人均绿地面积增长率 | % | 正向 | |
| (A45)人均碳排放量增长率 | % | 逆向 |
| 省份 | 平均位次 | 2021年 | |||||
|---|---|---|---|---|---|---|---|
| 熵权法 | CRITIC法 | BoD法 | 熵权法 | CRITIC法 | BoD法 | ||
| 福建 | 1 | 4 | 8 | 2 | 4 | 8 | |
| 北京 | 2 | 2 | 1 | 6 | 1 | 1 | |
| 广东 | 3 | 1 | 3 | 5 | 3 | 3 | |
| 浙江 | 4 | 3 | 5 | 14 | 5 | 9 | |
| 广西 | 5 | 5 | 4 | 4 | 2 | 2 | |
| 海南 | 6 | 6 | 16 | 7 | 11 | 17 | |
| 江西 | 7 | 7 | 14 | 12 | 7 | 12 | |
| 上海 | 8 | 10 | 2 | 1 | 8 | 4 | |
| 云南 | 9 | 9 | 11 | 10 | 9 | 15 | |
| 江苏 | 10 | 8 | 6 | 30 | 6 | 10 | |
| 湖南 | 11 | 12 | 17 | 27 | 24 | 25 | |
| 湖北 | 12 | 13 | 10 | 28 | 16 | 13 | |
| 重庆 | 13 | 14 | 13 | 25 | 15 | 20 | |
| 贵州 | 14 | 15 | 19 | 26 | 17 | 22 | |
| 四川 | 15 | 11 | 9 | 23 | 13 | 16 | |
| 黑龙江 | 16 | 16 | 27 | 29 | 23 | 28 | |
| 吉林 | 17 | 17 | 26 | 16 | 26 | 26 | |
| 天津 | 18 | 20 | 7 | 24 | 10 | 7 | |
| 青海 | 19 | 23 | 23 | 3 | 21 | 21 | |
| 辽宁 | 20 | 18 | 22 | 2 | 25 | 27 | |
| 安徽 | 21 | 21 | 24 | 11 | 14 | 14 | |
| 山西 | 22 | 19 | 18 | 15 | 18 | 24 | |
| 内蒙古 | 23 | 22 | 12 | 13 | 28 | 6 | |
| 甘肃 | 24 | 24 | 25 | 17 | 22 | 23 | |
| 宁夏 | 25 | 27 | 28 | 18 | 19 | 18 | |
| 新疆 | 26 | 25 | 21 | 9 | 20 | 19 | |
| 陕西 | 27 | 30 | 20 | 22 | 27 | 5 | |
| 河南 | 28 | 28 | 30 | 21 | 29 | 30 | |
| 山东 | 29 | 26 | 15 | 19 | 12 | 11 | |
| 河北 | 30 | 29 | 29 | 20 | 30 | 29 | |
Table 2 Average ranking of three comprehensive evaluation methods and 2021
| 省份 | 平均位次 | 2021年 | |||||
|---|---|---|---|---|---|---|---|
| 熵权法 | CRITIC法 | BoD法 | 熵权法 | CRITIC法 | BoD法 | ||
| 福建 | 1 | 4 | 8 | 2 | 4 | 8 | |
| 北京 | 2 | 2 | 1 | 6 | 1 | 1 | |
| 广东 | 3 | 1 | 3 | 5 | 3 | 3 | |
| 浙江 | 4 | 3 | 5 | 14 | 5 | 9 | |
| 广西 | 5 | 5 | 4 | 4 | 2 | 2 | |
| 海南 | 6 | 6 | 16 | 7 | 11 | 17 | |
| 江西 | 7 | 7 | 14 | 12 | 7 | 12 | |
| 上海 | 8 | 10 | 2 | 1 | 8 | 4 | |
| 云南 | 9 | 9 | 11 | 10 | 9 | 15 | |
| 江苏 | 10 | 8 | 6 | 30 | 6 | 10 | |
| 湖南 | 11 | 12 | 17 | 27 | 24 | 25 | |
| 湖北 | 12 | 13 | 10 | 28 | 16 | 13 | |
| 重庆 | 13 | 14 | 13 | 25 | 15 | 20 | |
| 贵州 | 14 | 15 | 19 | 26 | 17 | 22 | |
| 四川 | 15 | 11 | 9 | 23 | 13 | 16 | |
| 黑龙江 | 16 | 16 | 27 | 29 | 23 | 28 | |
| 吉林 | 17 | 17 | 26 | 16 | 26 | 26 | |
| 天津 | 18 | 20 | 7 | 24 | 10 | 7 | |
| 青海 | 19 | 23 | 23 | 3 | 21 | 21 | |
| 辽宁 | 20 | 18 | 22 | 2 | 25 | 27 | |
| 安徽 | 21 | 21 | 24 | 11 | 14 | 14 | |
| 山西 | 22 | 19 | 18 | 15 | 18 | 24 | |
| 内蒙古 | 23 | 22 | 12 | 13 | 28 | 6 | |
| 甘肃 | 24 | 24 | 25 | 17 | 22 | 23 | |
| 宁夏 | 25 | 27 | 28 | 18 | 19 | 18 | |
| 新疆 | 26 | 25 | 21 | 9 | 20 | 19 | |
| 陕西 | 27 | 30 | 20 | 22 | 27 | 5 | |
| 河南 | 28 | 28 | 30 | 21 | 29 | 30 | |
| 山东 | 29 | 26 | 15 | 19 | 12 | 11 | |
| 河北 | 30 | 29 | 29 | 20 | 30 | 29 | |
| 评价方法 | β | p |
|---|---|---|
| 熵权法 | −0.733 | 0.000 |
| CRITIC法 | −0.588 | 0.000 |
| BoD法 | −0.852 | 0.000 |
Table 3 Absolute β convergence of the green development potential of the three national evaluation methods
| 评价方法 | β | p |
|---|---|---|
| 熵权法 | −0.733 | 0.000 |
| CRITIC法 | −0.588 | 0.000 |
| BoD法 | −0.852 | 0.000 |
| 评价方法 | 年份 | Global Moran’s I | Z | p |
|---|---|---|---|---|
| 熵权法 | 2001 | 0.473 | 4.110 | 0.000 |
| 2011 | 0.350 | 3.432 | 0.001 | |
| 2021 | 0.288 | 2.635 | 0.008 | |
| CRITIC法 | 2001 | 0.490 | 4.235 | 0.000 |
| 2011 | 0.413 | 3.495 | 0.000 | |
| 2021 | 0.402 | 3.532 | 0.000 | |
| BoD法 | 2001 | 0.188 | 1.812 | 0.070 |
| 2011 | 0.257 | 2.426 | 0.015 | |
| 2021 | 0.174 | 1.474 | 0.082 |
Table 4 The Moran’ I index for the green development potential of the three national evaluation methods
| 评价方法 | 年份 | Global Moran’s I | Z | p |
|---|---|---|---|---|
| 熵权法 | 2001 | 0.473 | 4.110 | 0.000 |
| 2011 | 0.350 | 3.432 | 0.001 | |
| 2021 | 0.288 | 2.635 | 0.008 | |
| CRITIC法 | 2001 | 0.490 | 4.235 | 0.000 |
| 2011 | 0.413 | 3.495 | 0.000 | |
| 2021 | 0.402 | 3.532 | 0.000 | |
| BoD法 | 2001 | 0.188 | 1.812 | 0.070 |
| 2011 | 0.257 | 2.426 | 0.015 | |
| 2021 | 0.174 | 1.474 | 0.082 |
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